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Advanced Data Mining and Applications: 17th International Conference, Adma 2021, Sydney, Nsw, Australia, February 2-4, 2022, Proceedings, Part I
ISBN: 9783030954048 / Angielski / Miękka / 460 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych (dostawa przed świętami) This book constitutes the proceedings of the 17th International Conference on Advanced Data Mining and Applications, ADMA 2021, held in Sydney, Australia in February 2022.* The 26 full papers presented together with 35 short papers were carefully reviewed and selected from 116 submissions. The papers were organized in topical sections in Part I, including: Healthcare, Education, Web Application and On-device application.
* The conference was originally planned for December 2021, but was postponed to 2022. This book constitutes the proceedings of the 17th International Conference on Advanced Data Mining and Applications, ADMA 2021, held in Sydney, Aus... |
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307,69 zł |
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Advance Concepts of Image Processing and Pattern Recognition: Effective Solution for Global Challenges
ISBN: 9789811693236 / Angielski / Twarda Termin realizacji zamówienia: ok. 5-8 dni roboczych (dostawa przed świętami) The book explains the important concepts and principles of image processing to implement the algorithms and techniques to discover new problems and applications. It contains numerous fundamental and advanced image processing algorithms and pattern recognition techniques to illustrate the framework. It presents essential background theory, shape methods, texture about new methods, and techniques for image processing and pattern recognition. It maintains a good balance between a mathematical background and practical implementation. This book also contains the comparison table and images that... The book explains the important concepts and principles of image processing to implement the algorithms and techniques to discover new problems and... |
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653,90 zł |
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Recent Advances in Electrical and Electronic Engineering and Computer Science: Selected Articles from Iccee 2021, Malaysia
ISBN: 9789811697807 / Angielski / Twarda Termin realizacji zamówienia: ok. 5-8 dni roboczych (dostawa przed świętami) This book highlights recent research works on computer science, electrical and electronic engineering which was presented virtually during the 3rd International Conference on Computer Science, Electrical & Electronic Engineering (ICCEE 2021), August 2021. Written by leading researchers and industry professionals, the papers highlight recent advances and address current issues in the respective fields.
This book highlights recent research works on computer science, electrical and electronic engineering which was presented virtually during the 3rd Int...
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769,29 zł |
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Kidney and Kidney Tumor Segmentation: Miccai 2021 Challenge, Kits 2021, Held in Conjunction with Miccai 2021, Strasbourg, France, September 27, 2021,
ISBN: 9783030983840 / Angielski / Miękka / 176 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych (dostawa przed świętami) |
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211,53 zł |
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Object Detection with Deep Learning Models: Principles and Applications
ISBN: 9781032074009 / Angielski / Twarda / 240 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych (dostawa przed świętami) |
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520,70 zł |
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Advances in Electrical and Electronic Engineering and Computer Science
ISBN: 9789813364929 / Angielski / Miękka Termin realizacji zamówienia: ok. 5-8 dni roboczych (dostawa przed świętami) This book highlights the recent research works on computer science, electrical and electronic engineering which was presented virtually during the 2nd International Conference on Computer Science, Electrical & Electronic Engineering (ICCEE 2020) on 17th and 18th August 2020. Written by leading researchers and industry professionals, the papers highlight recent advances and address current issues in the respective fields.
This book highlights the recent research works on computer science, electrical and electronic engineering which was presented virtually during the 2nd...
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596,20 zł |
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Biomedical Data Analysis and Processing Using Explainable (Xai) and Responsive Artificial Intelligence (Rai)
ISBN: 9789811914751 / Angielski / Twarda Termin realizacji zamówienia: ok. 5-8 dni roboczych (dostawa przed świętami) The book discusses Explainable (XAI) and Responsive Artificial Intelligence (RAI) for biomedical and healthcare applications. It will discuss the advantages in dealing with big and complex data by using explainable AI concepts in the field of biomedical sciences. The book explains both positive as well as negative findings obtained by explainable AI techniques. It features real time experiences by physicians and medical staff for applied deep learning based solutions. The book will be extremely useful for researchers and practitioners in advancing their studies.
The book discusses Explainable (XAI) and Responsive Artificial Intelligence (RAI) for biomedical and healthcare applications. It will discuss the adva...
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692,36 zł |
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Ellipse Fitting for Computer Vision: Implementation and Applications
ISBN: 9783031006876 / Angielski / Miękka / 128 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych (dostawa przed świętami) Because circular objects are projected to ellipses in images, ellipse fitting is a first step for 3-D analysis of circular objects in computer vision applications. For this reason, the study of ellipse fitting began as soon as computers came into use for image analysis in the 1970s, but it is only recently that optimal computation techniques based on the statistical properties of noise were established. These include renormalization (1993), which was then improved as FNS (2000) and HEIV (2000). Later, further improvements, called hyperaccurate correction (2006), HyperLS (2009), and...
Because circular objects are projected to ellipses in images, ellipse fitting is a first step for 3-D analysis of circular objects in computer vision ...
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230,76 zł |
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Information Fusion: Machine Learning Methods
ISBN: 9789811689758 / Angielski / Twarda Termin realizacji zamówienia: ok. 5-8 dni roboczych (dostawa przed świętami) In the big data era, increasing information can be extracted from the same source object or scene. For instance, a person can be verified based on their fingerprint, palm print, or iris information, and a given image can be represented by various types of features, including its texture, color, shape, etc. These multiple types of data extracted from a single object are called multi-view, multi-modal or multi-feature data. Many works have demonstrated that the utilization of all available information at multiple abstraction levels (measurements, features, decisions)... In the big data era, increasing information can be extracted from the same source object or scene. For instance, a person can be verified... |
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384,63 zł |
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Virtual Crowds: Methods, Simulation, and Control
ISBN: 9783031792410 / Angielski / Miękka / 192 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych (dostawa przed świętami) There are many applications of computer animation and simulation where it is necessary to model virtual crowds of autonomous agents. Some of these applications include site planning, education, entertainment, training, and human factors analysis for building evacuation. Other applications include simulations of scenarios where masses of people gather, flow, and disperse, such as transportation centers, sporting events, and concerts. Most crowd simulations include only basic locomotive behaviors possibly coupled with a few stochastic actions. Our goal in this survey is to establish a baseline...
There are many applications of computer animation and simulation where it is necessary to model virtual crowds of autonomous agents. Some of these app...
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126,90 zł |
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Computational Methods for Integrating Vision and Language
ISBN: 9783031006869 / Angielski / Miękka / 228 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych (dostawa przed świętami) Modeling data from visual and linguistic modalities together creates opportunities for better understanding of both, and supports many useful applications. Examples of dual visual-linguistic data includes images with keywords, video with narrative, and figures in documents. We consider two key task-driven themes: translating from one modality to another (e.g., inferring annotations for images) and understanding the data using all modalities, where one modality can help disambiguate information in another. The multiple modalities can either be essentially semantically redundant (e.g., keywords...
Modeling data from visual and linguistic modalities together creates opportunities for better understanding of both, and supports many useful applicat...
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192,30 zł |
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Image-Based Modeling of Plants and Trees
ISBN: 9783031006807 / Angielski / Miękka / 74 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych (dostawa przed świętami) Plants and trees are among the most complex natural objects. Much work has been done attempting to model them, with varying degrees of success. In this book, we review the various approaches in computer graphics, which we categorize as rule-based, image-based, and sketch-based methods. We describe our approaches for modeling plants and trees using images. Image-based approaches have the distinct advantage that the resulting model inherits the realistic shape and complexity of a real plant or tree. We use different techniques for modeling plants (with relatively large leaves) and trees...
Plants and trees are among the most complex natural objects. Much work has been done attempting to model them, with varying degrees of success. In thi...
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96,13 zł |
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Background Subtraction: Theory and Practice
ISBN: 9783031006852 / Angielski / Miękka / 67 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych (dostawa przed świętami) Background subtraction is a widely used concept for detection of moving objects in videos. In the last two decades there has been a lot of development in designing algorithms for background subtraction, as well as wide use of these algorithms in various important applications, such as visual surveillance, sports video analysis, motion capture, etc. Various statistical approaches have been proposed to model scene backgrounds. The concept of background subtraction also has been extended to detect objects from videos captured from moving cameras. This book reviews the concept and practice of...
Background subtraction is a widely used concept for detection of moving objects in videos. In the last two decades there has been a lot of development...
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173,06 zł |
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Compiling Algorithms for Heterogeneous Systems
ISBN: 9783031000553 / Angielski / Twarda / 108 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych (dostawa przed świętami) Most emerging applications in imaging and machine learning must perform immense amounts of computation while holding to strict limits on energy and power. To meet these goals, architects are building increasingly specialized compute engines tailored for these specific tasks. The resulting computer systems are heterogeneous, containing multiple processing cores with wildly different execution models. Unfortunately, the cost of producing this specialized hardware-and the software to control it-is astronomical. Moreover, the task of porting algorithms to these heterogeneous machines typically...
Most emerging applications in imaging and machine learning must perform immense amounts of computation while holding to strict limits on energy and po...
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192,30 zł |
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Digital Heritage Reconstruction Using Super-Resolution and Inpainting
ISBN: 9783031014635 / Angielski / Miękka / 150 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych (dostawa przed świętami) Heritage sites across the world have witnessed a number of natural calamities, sabotage and damage from visitors, resulting in their present ruined condition. Many sites are now restricted to reduce the risk of further damage. Yet these masterpieces are significant cultural icons and critical markers of past civilizations that future generations need to see. A digitally reconstructed heritage site could diminish further harm by using immersive navigation or walkthrough systems for virtual environments. An exciting key element for the viewer is observing fine details of the historic work and...
Heritage sites across the world have witnessed a number of natural calamities, sabotage and damage from visitors, resulting in their present ruined co...
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192,30 zł |
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Mathematical Basics of Motion and Deformation in Computer Graphics, Second Edition
ISBN: 9783031014642 / Angielski / Miękka / 79 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych (dostawa przed świętami) This synthesis lecture presents an intuitive introduction to the mathematics of motion and deformation in computer graphics. Starting with familiar concepts in graphics, such as Euler angles, quaternions, and affine transformations, we illustrate that a mathematical theory behind these concepts enables us to develop the techniques for efficient/effective creation of computer animation. This book, therefore, serves as a good guidepost to mathematics (differential geometry and Lie theory) for students of geometric modeling and animation in computer graphics. Experienced developers and...
This synthesis lecture presents an intuitive introduction to the mathematics of motion and deformation in computer graphics. Starting with familiar co...
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126,90 zł |
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Covariances in Computer Vision and Machine Learning
ISBN: 9783031006920 / Angielski / Miękka / 172 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych (dostawa przed świętami) Covariance matrices play important roles in many areas of mathematics, statistics, and machine learning, as well as their applications. In computer vision and image processing, they give rise to a powerful data representation, namely the covariance descriptor, with numerous practical applications. In this book, we begin by presenting an overview of the {it finite-dimensional covariance matrix} representation approach of images, along with its statistical interpretation. In particular, we discuss the various distances and divergences that arise from the intrinsic geometrical structures of...
Covariance matrices play important roles in many areas of mathematics, statistics, and machine learning, as well as their applications. In computer vi...
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211,53 zł |
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Boosting-Based Face Detection and Adaptation
ISBN: 9783031006814 / Angielski / Miękka / 144 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych (dostawa przed świętami) Face detection, because of its vast array of applications, is one of the most active research areas in computer vision. In this book, we review various approaches to face detection developed in the past decade, with more emphasis on boosting-based learning algorithms. We then present a series of algorithms that are empowered by the statistical view of boosting and the concept of multiple instance learning. We start by describing a boosting learning framework that is capable to handle billions of training examples. It differs from traditional bootstrapping schemes in that no intermediate...
Face detection, because of its vast array of applications, is one of the most active research areas in computer vision. In this book, we review variou...
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126,90 zł |
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Extreme Value Theory-Based Methods for Visual Recognition
ISBN: 9783031006890 / Angielski / Miękka / 132 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych (dostawa przed świętami) A common feature of many approaches to modeling sensory statistics is an emphasis on capturing the "average." From early representations in the brain, to highly abstracted class categories in machine learning for classification tasks, central-tendency models based on the Gaussian distribution are a seemingly natural and obvious choice for modeling sensory data. However, insights from neuroscience, psychology, and computer vision suggest an alternate strategy: preferentially focusing representational resources on the extremes of the distribution of sensory inputs. The notion of treating...
A common feature of many approaches to modeling sensory statistics is an emphasis on capturing the "average." From early representations in the brain,...
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cena:
173,06 zł |
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Camera Networks: The Acquisition and Analysis of Videos over Wide Areas
ISBN: 9783031006838 / Angielski / Miękka / 136 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych (dostawa przed świętami) As networks of video cameras are installed in many applications like security and surveillance, environmental monitoring, disaster response, and assisted living facilities, among others, image understanding in camera networks is becoming an important area of research and technology development. There are many challenges that need to be addressed in the process. Some of them are listed below: - Traditional computer vision challenges in tracking and recognition, robustness to pose, illumination, occlusion, clutter, recognition of objects, and activities; - Aggregating local information...
As networks of video cameras are installed in many applications like security and surveillance, environmental monitoring, disaster response, and assis...
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cena:
126,90 zł |
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